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@karpathy
karpathy / llm-wiki.md
Created April 4, 2026 16:25
llm-wiki

LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@BYJRK
BYJRK / CancelableProcessTask.cs
Last active April 10, 2026 05:34
Wrap a long-running synchronous method into an asynchronous method and provide cancellation functionality.
using System.Diagnostics;
public class CancelableProcessTask
{
private readonly string _filename;
private readonly string _arguments;
private Process? _process;
private TaskCompletionSource? _tcs;
@aamiaa
aamiaa / CompleteDiscordQuest.md
Last active April 10, 2026 05:33
Complete Recent Discord Quest

Caution

As of April 7th 2026, Discord has expressed their intent to crack down on automating quest completion.

Some users have received the following system message:

image

There isn't much I can do to make the script undetected, so use it at your own risk, as you most likely WILL get flagged by doing so.

Complete Recent Discord Quest

@earthbound19
earthbound19 / OklabExperiments.js
Last active April 10, 2026 05:33
rgb <-> oklab to/from convert, color blend through oklab space
// This gist contains JavaScript functions and tests for:
// - conversion from gamma-corrected (or gamma-compressed) sRGB to linear RGB, to Oklab
// - interpolation through Oklab
// - conversion back to linear RGB, then sRGB
// To use these tests, install nodejs, save this file locally, and run with:
// node OklabExperiments.js
// No other dependencies are required to use this.
// Thanks to some helpful folks in the generative art community for helping me better understand what's happening with this.
// My toddler smacked the keyboard with a piece of cardboard and made me accidentally type:
@burkeholland
burkeholland / ainstall.md
Last active April 10, 2026 05:32
Ultralight Orchestration

Ultralight Orchestration

A minimal multi-agent system with an orchestrator, a planner, a coder, and a designer working together providing orchestration between Claude, Codex and Gemini.

Instructions

Install all agents listed below into VS Code Insiders...

Title Type Description